Hi,
I can't run a caffe model on REL.TIDLSRC.01.00.00.00.
It always stopped on the layer "conv1_0".
In this layer, I tried to fix the group from 8 to 4, then it can run on CCS.
Can you give me some advice about the "group" setting of the convolution layer on TIDL?
The link is this caffe model and prototxt file.
https://drive.google.com/drive/folders/1PkICJr6F4c_ismkN2Mbuk_pFS37yKtTk
Thanks and Regards,
Ahan Tseng
Below is the prototxt file.
name: "mobilenet_deploy"
input: "data"
input_shape {
dim: 1
dim: 3
dim: 128
dim: 256
}
......
layer {
name: "conv0_relu_0"
type: "ReLU"
bottom: "conv0_0"
top: "conv0_0"
}
layer {
name: "conv1_0"
type: "Convolution"
bottom: "conv0_0"
top: "conv1_0"
param {
name: "conv1_w"
lr_mult: 0.10000000149
decay_mult: 0.10000000149
}
param {
name: "conv1_b"
lr_mult: 0.20000000298
decay_mult: 0.0
}
convolution_param {
num_output: 32
pad: 1
kernel_size: 3
group: 8
stride: 2
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0.0
}
}
}
layer {
name: "conv1_bn_0"
type: "BatchNorm"
bottom: "conv1_0"
top: "conv1_0"
param {
name: "conv1_bn_0"
lr_mult: 0.0
decay_mult: 0.0
}
param {
name: "conv1_bn_1"
lr_mult: 0.0
decay_mult: 0.0
}
param {
name: "conv1_bn_2"
lr_mult: 0.0
decay_mult: 0.0
}
}
layer {
name: "conv1_sc_0"
type: "Scale"
bottom: "conv1_0"
top: "conv1_0"
param {
name: "conv1_sc_0"
lr_mult: 0.10000000149
decay_mult: 0.0
}
param {
name: "conv1_sc_1"
lr_mult: 0.20000000298
decay_mult: 0.0
}
scale_param {
filler {
value: 1.0
}
bias_term: true
bias_filler {
value: 0.0
}
}
}
layer {
name: "conv1_relu_0"
type: "ReLU"
bottom: "conv1_0"
top: "conv1_0"
}
